Exact likelihood ratio tests for penalised splines
From MaRDI portal
Publication:5314840
DOI10.1093/biomet/92.1.91zbMath1068.62021OpenAlexW2094809970MaRDI QIDQ5314840
David Ruppert, Ciprian M. Crainiceanu, Gerda Claeskens, Matthew P. Wand
Publication date: 5 September 2005
Published in: Biometrika (Search for Journal in Brave)
Full work available at URL: https://semanticscholar.org/paper/afac41b9bd4fdaac73600923bac3864e50214cff
Numerical computation using splines (65D07) Linear regression; mixed models (62J05) Parametric hypothesis testing (62F03) Asymptotic properties of parametric tests (62F05)
Related Items
On likelihood ratio testing for penalized splines, Likelihood ratio tests for goodness-of-fit of a nonlinear regression model, Likelihood Ratio Tests in Linear Mixed Models with One Variance Component, ESTIMATION AND INFERENCE FOR VARYING-COEFFICIENT MODELS WITH NONSTATIONARY REGRESSORS USING PENALIZED SPLINES, Testing differentially expressed genes in dose-response studies and with ordinal phenotypes, Forcing Function Diagnostics for Nonlinear Dynamics, Semiparametric kernel-based regression for evaluating interaction between pathway effect and covariate, Nonparametric models and their estimation, Fiducial generalized \(p\)-values for testing zero-variance components in linear mixed-effects models, Likelihood Ratio Tests for Dependent Data with Applications to Longitudinal and Functional Data Analysis, Rejoinder to: Goodness-of-fit tests in mixed models, Beta spatial linear mixed model with variable dispersion using Monte Carlo maximum likelihood, Multivariate spline analysis for multiplicative models: estimation, testing and application to climate change, Semiparametric regression during 2003--2007, The Hodrick-Prescott filter: a special case of penalized spline smoothing, Testing linearity and relevance of ordinal predictors, A space-time varying coefficient model: the equity of service accessibility, Quasi-Monte Carlo for highly structured generalised response models, ANOVA for factors with ordered levels, Fast methods for spatially correlated multilevel functional data, Lack-of-Fit Tests for Generalized Linear Models via Splines, Direct Simultaneous Inference in Additive Models and Its Application to Model Undernutrition, Spike-and-Slab Priors for Function Selection in Structured Additive Regression Models, On Testing an Unspecified Function Through a Linear Mixed Effects Model with Multiple Variance Components, Determination of linear components in additive models, Spline smoothing in small area trend estimation and forecasting, Using \(P\)-splines to test the linearity of partially linear models, Tests for the variance parameter in the Fay–Herriot model, Checking linearity of non-parametric component in partially linear models with an application in systemic inflammatory response syndrome study, Testing polynomial covariate effects in linear and generalized linear mixed models, Checking linearity of non-parametric component in partially linear models with an application in systemic inflammatory response syndrome study, A Hybrid Approximation Bayesian Test of Variance Components for Longitudinal Data, Fast and Accurate Inference for the Smoothing Parameter in Semiparametric Models, Non-Parametric Small Area Estimation Using Penalized Spline Regression, GLMM approach to study the spatial and temporal evolution of spikes in the small intestine, Bayesian semi parametric multi-state models, Multivariate logistic regression for familial aggregation in age at disease onset, Stacked Laplace-EM algorithm for duration models with time-varying and random effects, Size and power of tests for a zero random effect variance or polynomial regression in additive and linear mixed models, On Variance Components in Semiparametric Mixed Models for Longitudinal Data, Lack-of-fit tests in linear mixed models with application to wavelet tests, Quadratic Inference Functions for Varying‐Coefficient Models with Longitudinal Data, The Analysis of Longitudinal Data Using Mixed Model L‐Splines
Uses Software
